IEEE

Elemental Composite Prototypical Network: Few-Shot Object Detection on Outdoor 3D Point Cloud Scenes

Abstract: This paper introduces the Elemental Composite Prototypical Network (ECPN), a novel approach to few-shot learning (FSL) in outdoor 3D point cloud object detection. Such point clouds are ...
Frontiers

Modality-specific feature design for species classification in forest inventories using TLS and UAS LiDAR

Automatic, wall-to-wall monitoring of forests from remote sensing data is a dream slowly becoming a reality. One barrier to development is the laborious task of developing quality ground reference ...
KFVS12

Crews on scene of fire at box plant in McBride, Mo.

Crews on scene of fire at box plant in McBride, Mo. Updated: Oct. 23, 2025 at 2:30 AM PDT Crews are on the scene of a fire at a box plant in McBride, Mo. News ...
Frontiers

Structure-Aware Completion of Plant 3D LiDAR Point Clouds via a Multi-Resolution GAN-Inversion Network

The final, formatted version of the article will be published soon. Three-dimensional (3D) point cloud data acquired by sensors such as Light Detection and Ranging (LiDAR) are foundational across ...
Hosted on MSN

Photoshop Tutorial: Sky & CLOUDS - How to Fix a Burnt-Out Sky in a Photo.

Tropical Storm Melissa could become a hurricane. See where it's headed. Semi truck driver arrested in deadly 10 Freeway crash was in U.S. illegally, DHS says Man charged with kidnapping after missing ...
GitHub

FlashWorld: High-quality 3D Scene Generation within Seconds

TL;DR: FlashWorld enables fast (7 seconds on a single A100/A800 GPU) and high-quality 3D scene generation across diverse scenes, from a single image or text prompt. The code is actively updated.
IEEE

FreeMask3D: Zero-Shot Point Cloud Instance Segmentation Without 3D Training

Abstract: Point cloud instance segmentation is crucial for 3D scene understanding in robotics. However, existing methods heavily rely on learning-based approaches that require large amounts of ...